Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action
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Dive into the research topics where Fabricio Yépez is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Multiclass Seismic Focal Mechanism Classification Using Metaheuristic-Based Wrapper Strategies and Shallow Learning Classifiers
Moreno, M., Yépez, F., Pérez-Pérez, N., Benítez, D. & Orjuela-Cañon, Á. D., 2026, Applications of Computational Intelligence - 8th IEEE Colombian Conference, ColCACI 2025, Revised Selected Papers. Orjuela-Cañón, A. D., Lopez, J. A. & Suarez, O. J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 28-40 13 p. (Communications in Computer and Information Science; vol. 2846 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Automatic Earthquake Mechanism Classification based on Wrapper and Shallow Learning
Moreno, M., Yépez, F., Pérez-Pérez, N., Benítez, D. & Orjuela-Cañon, A. D., 2025, In: IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI. 2025Research output: Contribution to journal › Conference article › peer-review
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ON THE USE OF AI ALGORITHMS APPLIED TO STRONG MOTION RECORDS FOR THE PREDICTION OF EARTHQUAKE FAULT MECHANISMS
Yépez, F., Benítez, D., Pérez-Pérez, N., Grijalva, F. & Orjuela-Cañon, Á. D., 2025, International Conference on Technological Innovation and AI Research, ICTIAIR 2025. 4 ed. Institution of Engineering and Technology, Vol. 2025. p. 25-31 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Seismic Behavior of Rammed Earth Walls under Saturated and Dry Conditions
Bolaños, D., Villacreses, J. P., Rios, D., Caicedo, B., Ibagon, L. & Yépez, F., 2025, Proceedings of the 10th World Congress on Civil, Structural, and Environmental Engineering, CSEE 2025. El Naggar, H., Barros, J. & Cachim, P. (eds.). Avestia Publishing, (World Congress on Civil, Structural, and Environmental Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Two-Step Volcano Seismic Event Classification Using Metaheuristic Feature Selection and Machine Learning
Mencias, R., Benítez, D., Pérez-Pérez, N., Yépez, F., Herrera, M. & Camacho, O., 2025, C3 2025 - IEEE Colombian Caribbean Conference. Gomez, Y. B. & Mendoza, P. S. (eds.). Institute of Electrical and Electronics Engineers Inc., (C3 2025 - IEEE Colombian Caribbean Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review